Best Machine Learning Agencies

Artefact vs LeewayHertz: full comparison for 2026

Last updated: July 2026

Quick verdict

Artefact (4.5/5) edges ahead of LeewayHertz (4.0/5) overall. Artefact is the better choice for large enterprises and major consumer brands seeking industrial-scale ML adoption and data strategy. LeewayHertz is the stronger option for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent. The right choice depends on your project size, budget, and required tech stack.

Artefact vs LeewayHertz: head-to-head summary

Criterion Artefact LeewayHertz
Founded 2014 2007
HQ Paris, France San Francisco, CA
Team size 1,500 300+
Rating 4.5 / 5 4.0 / 5
Best for Large enterprises and major consumer brands seeking industrial-scale ML adoption and data strategy Enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent
Pricing model T&M, retainer Fixed project, T&M
Min. engagement $50K+ $25K+
Primary tech stack Python, Vertex AI, Azure ML Python, TensorFlow, PyTorch
Industries served retail, healthcare, fintech, media, telecommunications, FMCG financial, healthcare, retail, logistics, saas

Artefact vs LeewayHertz: overview

Artefact

Artefact is a global consulting company founded in 2014, headquartered in Paris, with 1,500 employees across 33 offices in 26 countries. The firm partners with 1,000+ clients including Samsung, L'Oréal, Orange, and Sanofi, providing services spanning data strategy, ML model development, AI factory deployments, and cloud AI platforms. Artefact covers end-to-end ML lifecycles for large enterprises seeking industrial-scale AI adoption. (Employee count and client names per Artefact official website.)

LeewayHertz

LeewayHertz was founded in 2007 and is headquartered in San Francisco. The company focuses on AI and ML product engineering, computer vision, NLP, conversational AI, and blockchain. In September 2024, LeewayHertz was acquired by The Hackett Group, a Miami-based global management consulting firm, integrating its AI engineering capabilities into enterprise transformation services. (Acquisition confirmed via The Hackett Group press release, September 2024.)

Services and capabilities: Artefact vs LeewayHertz

Capability Artefact LeewayHertz
Custom ML build
ML consulting
Computer vision
NLP / LLM
Predictive analytics
MLOps
Data engineering
Generative AI
Staff augmentation
Fixed-price projects
Dedicated team model

Tech stack comparison: Artefact vs LeewayHertz

Framework / platform Artefact LeewayHertz
Python
TensorFlow
PyTorch
AWS SageMaker N/A
Azure ML N/A

Pricing comparison: Artefact vs LeewayHertz

Criterion Artefact LeewayHertz
Minimum engagement $50K+ $25K+
Engagement models T&M, Retainer, Dedicated team Fixed project, T&M, Retainer
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Artefact vs LeewayHertz

Dimension Artefact LeewayHertz
Best company size Startup to mid-market Startup to mid-market
Best industries retail, healthcare, fintech financial, healthcare, retail
Best use cases Enterprise AI strategy and ML roadmap, AI factory deployment for CPG brand AI product engineering for enterprise software, LLM-powered document intelligence system
Typical project type T&M Fixed project

Artefact vs LeewayHertz: pros and cons

Artefact
+ Global delivery footprint: 33 offices in 26 countries
+ Named clients include Samsung, L'Oréal, Orange, and Sanofi
+ End-to-end: from data strategy to production AI factory
+ Strong on cloud AI platforms: Vertex AI, Azure ML, AWS SageMaker
+ Industry-specific ML expertise across retail, healthcare, and FMCG
- Minimum engagement well above startup budgets — best suited to large programmes
- Less suited to short fixed-price ML projects or prototypes
LeewayHertz
+ Backed by The Hackett Group since 2024 — enterprise credibility and financial stability
+ 17+ years of AI and ML product engineering history
+ Strong generative AI and LLM integration portfolio
+ US-headquartered with clear accountability and IP ownership model
- Acquisition by The Hackett Group in 2024 brings integration risk and possible culture shift
- Post-acquisition pricing may increase as enterprise overhead grows
- Less suited to startup or early-stage budgets post-acquisition

Who should choose Artefact?

Artefact is the right choice for large enterprises and major consumer brands seeking industrial-scale ML adoption and data strategy.

Enterprise ML at 1,500-consultant scale across 26 countries — strategy, deployment, and AI factory in one firm. Minimum engagement starts at $50K+. Works best with clients in retail, healthcare, fintech, media, telecommunications, FMCG.

Who should choose LeewayHertz?

LeewayHertz is the right choice for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent.

Backed by The Hackett Group since Sept 2024 — AI engineering within an enterprise transformation consulting firm. Minimum engagement starts at $25K+. Works best with clients in financial, healthcare, retail, logistics, saas.

Decision matrix: Artefact vs LeewayHertz

Your situation Recommended choice
You need full-ownership delivery on a defined project scope LeewayHertz
You need a large dedicated team for an ongoing programme Artefact
Your budget is at the lower end LeewayHertz
You need specialist depth in a specific vertical Artefact
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Artefact

Use case fit: Artefact vs LeewayHertz

Use case Artefact fit LeewayHertz fit Winner
Enterprise AI strategy and ML roadmap Strong Strong Both equally
AI factory deployment for CPG brand Strong Strong Both equally
AI product engineering for enterprise software Strong Strong Both equally
LLM-powered document intelligence system Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Artefact vs LeewayHertz

Artefact (4.5/5) is the stronger overall choice for most Machine Learning projects. Enterprise ML at 1,500-consultant scale across 26 countries — strategy, deployment, and AI factory in one firm. It is best for large enterprises and major consumer brands seeking industrial-scale ML adoption and data strategy.

LeewayHertz (4.0/5) is the better choice when enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent. If your situation matches those criteria, LeewayHertz is a competitive option.

Related comparisons

Artefact vs LeewayHertz FAQ

Is Artefact better than LeewayHertz?

Artefact (4.5/5) scores higher overall, but "better" depends on your use case. Artefact is better for large enterprises and major consumer brands seeking industrial-scale ML adoption and data strategy. LeewayHertz is better for enterprise clients seeking AI product engineering backed by a publicly listed management consulting parent.

How do Artefact and LeewayHertz differ in pricing?

Artefact uses t&m, retainer pricing with a minimum engagement of $50K+. LeewayHertz uses fixed project, t&m pricing with a minimum engagement of $25K+. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Artefact or LeewayHertz?

Artefact is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.

What are the main differences between Artefact and LeewayHertz?

Artefact's primary differentiator is: enterprise ml at 1,500-consultant scale across 26 countries — strategy, deployment, and ai factory in one firm. LeewayHertz's primary differentiator is: backed by the hackett group since sept 2024 — ai engineering within an enterprise transformation consulting firm. They also differ in team size (1,500 vs 300+), minimum engagement ($50K+ vs $25K+), and primary industries served (retail, healthcare vs financial, healthcare).

Last reviewed: July 2026. Verify all details directly with each agency before making a decision.